Homework: Visual Search and Interaction with NSF and NASA Polar Datasets Due: May 2nd, 2015, 12pm PT
|
|
- Emmeline Cunningham
- 7 years ago
- Views:
Transcription
1 Homework: Visual Search and Interaction with NSF and NASA Polar Datasets Due: May 2nd, 2015, 12pm PT 1. Overview In this assignment you will take your Apache Solr index constructed from Polar data that is now part of the Text Retrieval Conference and its Dynamic Domain track ( and that was originally crawled from the NSF ACADIS, NASA AMD, and NSIDC ADE sites and build a visual and interactive search interface for the data using the Data-Driven Documents framework ( and visualize them using the D3.js, Banana from LucidWorks, and OKFN FacetView. Over the course of the semester, you made contributions by developing novel approaches for deduplication of arbitrary document features; for crawling and ingesting and approaches for link-based and content-based ranking of those science data and features and you have leveraged open source, and hopefully interesting technologies including Apache Nutch and Apache Tika, Apache Solr, CLAVIN, ETLlib, and other systems. The second assignment left you with a rich Apache Solr/Lucene based catalog of Polar that you used to answer a set of challenge questions that were coordinated scientifically with the Cyrosphere community. Consider yourself in nationally recognized and amazing company. In this assignment, you will leverage your Apache Solr index and the D3.js data visualization technology ( to interact and visualize your search engine data. You will leverage D3.js and the geolocation information generated from CLAVIN along with time information in the data to build visual and interactive interfaces to your data. You will also leverage the Banana ( technology to construct an interactive Polar dashboard that will be in turn used to provide visual answers to your challenge questions and topics focused on temporal and spatial aspects of the data as specified in Assignment #2. Finally you will build a
2 FacetView ( based search interface for forms/fielded, faceted and free-text search. You should still have a copy of the your Solr index from assignment #2 to start the assignment. 2. Objective The objective of this homework is to leverage your Polar data, to construct a novel data visualization capability using D3.js, the Banana Analytics Dashboard and FacetView. These packages form a novel data visualization technology, taking the approach that all data in a visualization should be available as soon as possible, that a user should be able to interact with the visualizations produced of the data as it is generated and after, and that the data behind visualizations should be interrogatable by the user. The objective of this assignment is to also expose you to real technologies and to cause you to consider design and UI/UX objectives related to search as we discussed in class, and the implications of the visual and interactive elements of search with the inverted index and with information retrieval. To connect these DataViz capabilities to your Solr index, you will need to leverage Solr s REST-based web service, and likely its JSON response handler. You may either construct a specific type of Solr ResponseWriter, leverage Solr s XSLT-based transformer writer, or create a specific type of data loader in D3.js in order to load your Polar dataset and its information into D3, Banana, and FacetView. You are required to construct a web dashboard that uses D3.js and illustrates 6 of the examples from Mike Bostock s gallery ( using your Polar data. In addition to your D3 dashboard, you will deploy Banana, and also FacetView and then combine them into a single unified web interface for interacting with your Polar data. Your interactive web dashboard should allow you to answer a set of challenge questions which amount to generating specific views on your D3-based web page that show the data from your search index temporally and spatially. 3. Tasks 1. Construct a web front end ideally using AngularJS, or some pre identified web framework that leverages D3.js, Banana, and FacetView to create an analytics dashboard and interactive search interface to your Polar data. a. The interface should directly leverage D3.js, Banana, and FacetView to create the Analytics Dashboard. b. The web interface should incorporate at least six D3 widgets identified in Mike Bostock s gallery:
3 c. The web interface should include the ability to provide a Map to your data using geocoded information from CLAVIN that should have been created in your assignment #2. d. Your web interface components should communicate with your Polar Solr REST end-point and call its JSON response handler, or you should develop your own end point (see task #2). 2. Provide web-based REST access to your Solr data in a compatible way with D3.js a. You will need to ensure that D3.js can load your Polar data from your Solr index. You may be able to get the REST endpoint and JSON response writer in Solr to access the data directly from D3.js. b. If you cannot get the existing Solr end point working, develop a new REST-based end point for Solr that simplifies the JSON output so that you can load it directly into D3.js. c. You may need to develop an approach for loading data into D3.js. See this page from Mike Bostock (one of D3 s creators, along with Jeff Heer) for more information on loading data into D3: 3. Develop capabilities in your Analytics Dashboard to satisfy the following four challenge questions. a. What time-based trends exist for discussion of oil, iron and other natural resources in the Arctic region? Are documents and topics collocated to geographic region? b. How many regions of interest are represented by the data you collected? Identify geographic regions as e.g., Circumpolar Arctic region, Antarctica and the Southern Ocean. Can you use the distribution of your documents to represent territories? c. Can you predict areas in which there are national security interests (maritime/air/sea and land)? Which areas and why? d. Is there a trend with respect to science data and measurements related to Climate Change? Is it time-based and/or geographic region based? What areas show a high document relevancy for sea-ice extent and decline? e. For other queries, please see: i Assignment Setup 4.1 Group Formation Please keep the same groups as for your assignment #2. If you have any questions please contact: Gouthami Kondakindi kondakin@usc.edu Komal Dhawan komaldha@usc.edu
4 Kaustubh Vishwas Phatak Use subject: CS 572: Team Details 4.2 Dataset Please start with your data that you have prepared in assignment #2. If you would like additional data from Amazon S3, please let the graders know and we will coordinate its delivery via amazon S3 buckets and read-only keys to one member of your group. 4.3 Downloading and Installing D3.js, Banana, and FacetView Download D3 from You can find some step-by-step tutorials online for how to structure your D3.js project, for example: (if you use NPM) Also see this great tutorial from Mike Bostock (D3 s primary creator) on his blog about making a Bubble Map in D3: Download Banana from and install per these instructions: Download FacetView from and install per the README.md file.
5 4.4 Constructing your Dashboard Web Framework Ideally to construct your D3 analytics gallery, you will need to use a Web Framework or leverage some capability to access your Solr-based search index over the web and over the REST protocol. To do so, you will need to leverage Javascript (for data loading), REST (for access to your search index in Solr), and potentially a web framework for pulling it all together. You are free to use any web framework that you feel comfortable with, you must report which framework in your team s README file. You are also free to decide whether you need to construct a web service in the particular web framework that you choose to reformat the Solr JSON output so that you can load it into D3, or if you want, to add javascript libraries to load directly into D3 and to build your dashboard. Note that loading your Solr data into Banana and FacetView is completely straightforward both of them can talk to Solr directly, but note you will need to solve Cross Site Scripting issues to make this happen if you don t put all of the services onto the same web server and container. Start small initially load only a subset of the polar data and attempt to visualize them in D3 and in Banana and FacetView. Test how responsive the framework is. You may need to develop an approach for subsetting the full dataset, and/or for summarizing it depending on how much data you have. To demonstrate your Analytics Dashboard we ask that you prepare a simple video and upload it either to YouTube and/or Vimeo and provide a link to the video in
6 your README. The video should demonstrate the use of your dashboard, and how you are answering each of the four challenge questions. 4.5 Submitting patches and contributing to open source Please note that if you contribute patches to D3, Banana and FacetView on Github (via pull requests), and if you contribute to Nutch or Tika or Solr or CLAVIN or ETLLib from prior assignments, you will have the opportunity to earn extra credit in a similar fashion to the prior assignment. 5. Report Write a short 4-page report describing your observations. How easy to use was D3? How easy to use was Banana? How easy was it to use FacetView? What was the hardest part, loading data, or visualizing it? Do NOT simply provide advantages and disadvantages from a quick Google search. You are required to think critically about this portion of the report and sincerely provide your feedback. Describe in detail how your map answers the challenge questions presented in Task #3. Specify how to use the map to visualize the results. Please also note that the graders will be given great flexibility to add/subtract from various areas of the report based on your submitted work. 6. Submission Guidelines This assignment is to be submitted electronically, by 12pm PT on the specified due date, via Gmail csci572spring2015@gmail.com. Use the subject line: CSCI 572: Mattmann: Spring 2015: DataViz Homework: <Your Lastname>: <Your Firstname>. So if your name was Lord Voldemort, you would submit an to csci572spring2015@gmail.com with the subject CSCI 572: Mattmann: Spring 2015: DataViz Homework: Voldemort: Lord (no quotes). Please note only one submission per team. All source code is expected to be commented, to compile, and to run. If you created a web service, or if you have web framework code, then you should also include those source files that you added, if any. Do not submit *.class files. We will compile your program from submitted source. Also prepare a readme.txt containing any notes you d like to submit. Do not include Solr s deployment in your submission. We already have these. Please provide a link to the video illustrating your Analytics Dashboard and the answers to the challenge questions. If you have your DataViz demo up and running on a public URL, please provide it. If you have used any external libraries other than D3, Banana and/or FacetView please note in your readme.txt a detailed explanation of how to use these libraries when evaluating your code.
7 Save your report as a PDF file (Lastname_Firstname_DATAVIS.pdf) and include it in your submission. Compress all of the above into a single zip archive and name it according to the following filename convention: <lastname>_<firstname>_csci572_hw_datavis.zip Use only standard zip format. Do not use other formats such as zipx, rar, ace, etc. Important Note: Make sure that you have attached the file when submitting. Failure to do so will be treated as non-submission. Successful submission will be indicated in the assignment s submission history. We advise that you check to verify the timestamp, and download and double check your zip file for good measure. Again, please note, only one submission per team. Designate someone to submit. 6.1 Late Assignment Policy -10% if submitted within the first 24 hours -15% for each additional 24 hours or part thereof
INSPIRE Dashboard. Technical scenario
INSPIRE Dashboard Technical scenario Technical scenarios #1 : GeoNetwork catalogue (include CSW harvester) + custom dashboard #2 : SOLR + Banana dashboard + CSW harvester #3 : EU GeoPortal +? #4 :? + EEA
More informationWHAT'S NEW IN SHAREPOINT 2013 WEB CONTENT MANAGEMENT
CHAPTER 1 WHAT'S NEW IN SHAREPOINT 2013 WEB CONTENT MANAGEMENT SharePoint 2013 introduces new and improved features for web content management that simplify how we design Internet sites and enhance the
More informationAssignment 5: Visualization
Assignment 5: Visualization Arash Vahdat March 17, 2015 Readings Depending on how familiar you are with web programming, you are recommended to study concepts related to CSS, HTML, and JavaScript. The
More informationIndexing big data with Tika, Solr, and map-reduce
Indexing big data with Tika, Solr, and map-reduce Scott Fisher, Erik Hetzner California Digital Library 8 February 2012 Scott Fisher, Erik Hetzner (CDL) Indexing big data 8 February 2012 1 / 19 Outline
More informationOpen Source Server Product Description
Open Source Server Product Description Disclaimer: The information in this document shall not be disclosed outside System Associates Limited and shall not be duplicated, used, or disclosed in whole or
More informationNotes on the architecture, design, and data processes in openfda. processing, data harmonization, and website technologies.
Notes on the architecture, design, and data processes in openfda OpenFDA uses cutting edge technologies and is a pilot for how FDA can develop and deploy novel applications in the public cloud securely
More informationMarkLogic Server. Reference Application Architecture Guide. MarkLogic 8 February, 2015. Copyright 2015 MarkLogic Corporation. All rights reserved.
Reference Application Architecture Guide 1 MarkLogic 8 February, 2015 Last Revised: 8.0-1, February, 2015 Copyright 2015 MarkLogic Corporation. All rights reserved. Table of Contents Table of Contents
More informationTeam Members: Christopher Copper Philip Eittreim Jeremiah Jekich Andrew Reisdorph. Client: Brian Krzys
Team Members: Christopher Copper Philip Eittreim Jeremiah Jekich Andrew Reisdorph Client: Brian Krzys June 17, 2014 Introduction Newmont Mining is a resource extraction company with a research and development
More informationCollaborative Open Market to Place Objects at your Service
Collaborative Open Market to Place Objects at your Service D6.2.1 Developer SDK First Version D6.2.2 Developer IDE First Version D6.3.1 Cross-platform GUI for end-user Fist Version Project Acronym Project
More informationSisense. Product Highlights. www.sisense.com
Sisense Product Highlights Introduction Sisense is a business intelligence solution that simplifies analytics for complex data by offering an end-to-end platform that lets users easily prepare and analyze
More informationRweb: Web-based Statistical Analysis
Rweb: Web-based Statistical Analysis Jeff Banfield Department of Mathematical Science Montana State University Bozeman, MT 59717 Abstract Rweb is a freely accessible statistical analysis environment that
More informationThe Beginner s Guide to G-Lock WPNewsman Plugin for WordPress: Installation and Configuration
The Beginner s Guide to G-Lock WPNewsman Plugin for WordPress: Installation and Configuration Summary G-Lock WPNewsman is a nice WordPress plugin for collecting subscribers using the confirmed opt-in method
More informationSearch and Real-Time Analytics on Big Data
Search and Real-Time Analytics on Big Data Sewook Wee, Ryan Tabora, Jason Rutherglen Accenture & Think Big Analytics Strata New York October, 2012 Big Data: data becomes your core asset. It realizes its
More informationDigital Collections as Big Data. Leslie Johnston, Library of Congress Digital Preservation 2012
Digital Collections as Big Data Leslie Johnston, Library of Congress Digital Preservation 2012 Data is not just generated by satellites, identified during experiments, or collected during surveys. Datasets
More informationPetroleum Web Applications to Support your Business. David Jacob & Vanessa Ramirez Esri Natural Resources Team
Petroleum Web Applications to Support your Business David Jacob & Vanessa Ramirez Esri Natural Resources Team Agenda Petroleum Web Apps to Support your Business The ArcGIS Location Platform Introduction
More informationBackground on Elastic Compute Cloud (EC2) AMI s to choose from including servers hosted on different Linux distros
David Moses January 2014 Paper on Cloud Computing I Background on Tools and Technologies in Amazon Web Services (AWS) In this paper I will highlight the technologies from the AWS cloud which enable you
More informationNews and Information. Advertising and Marketing. Web. Design, Hosting, Promotion, Advertising, SEO
SEARCH ENGINE ADVERTISING PROMOTION News and Information. Advertising and Marketing. WEB HOSTING Web WEB DESIGN REVISED: MAY, 2008 Design, Hosting, Promotion, Advertising, SEO McLeod County Road 1 and
More informationFigure 2: System Flow Diagram for Workflow Management
5. WORKFLOW MANAGEMENT The developed system EASKB uses the open source content management system called Drupal ([2]). A Content Management System - CMS is a tool that enables many user friendly features
More informationCiteSeer x in the Cloud
Published in the 2nd USENIX Workshop on Hot Topics in Cloud Computing 2010 CiteSeer x in the Cloud Pradeep B. Teregowda Pennsylvania State University C. Lee Giles Pennsylvania State University Bhuvan Urgaonkar
More informationTable of contents. HTML5 Data Bindings SEO DMXzone
Table of contents Table of contents... 1 About HTML5 Data Bindings SEO... 2 Features in Detail... 3 The Basics: Insert HTML5 Data Bindings SEO on a Page and Test it... 7 Video: Insert HTML5 Data Bindings
More informationHow to start with 3DHOP
How to start with 3DHOP Package content, local setup, online deployment http://3dhop.net 30/6/2015 The 3DHOP distribution Where to find it, what s inside The 3DHOP distribution package From the page http://3dhop.net/download.php
More informationBuilding and Deploying Web Applications
Building and Deploying Web Applications Dal Hunter and Jeff Shaner Friday, Nov 6 10:30-12:00 Agenda Product overview Web AppBuilder for ArcGIS tour What s New July 2015 ArcGIS Online update Customization
More informationG-Lock WPNewsman WordPress Plugin Reviewer s Guide
G-Lock WPNewsman WordPress Plugin Reviewer s Guide 1 Table of Contents This document is your reviewer's guide for G-Lock WPNewsman WordPress Plugin. It is designed to provide you with information you need
More informationCreate Cool Lumira Visualization Extensions with SAP Web IDE Dong Pan SAP PM and RIG Analytics Henry Kam Senior Product Manager, Developer Ecosystem
Create Cool Lumira Visualization Extensions with SAP Web IDE Dong Pan SAP PM and RIG Analytics Henry Kam Senior Product Manager, Developer Ecosystem 2015 SAP SE or an SAP affiliate company. All rights
More informationHow-To: Submitting PDF forms to SharePoint from custom websites
How-To: Submitting PDF forms to SharePoint from custom websites Introduction This How-To document describes the process of creating PDF forms using PDF Share Forms tools, and posting the form on a non-sharepoint
More informationCentralized Content Marketing. A Valuable Tool for Higher Education Analytics and Online Activity
Spectate Centralized Content Marketing A Valuable Tool for Higher Education Analytics and Online Activity 1720 Peachtree Street, Suite 405 Atlanta, GA 30309 678-904-6900 spectate.com @TeamSpectate facebook.com/spectatewebmarketing
More informationD5.5 Initial EDSA Data Management Plan
Project acronym: Project full : EDSA European Data Science Academy Grant agreement no: 643937 D5.5 Initial EDSA Data Management Plan Deliverable Editor: Other contributors: Mandy Costello (Open Data Institute)
More informationMyCloudLab: An Interactive Web-based Management System for Cloud Computing Administration
MyCloudLab: An Interactive Web-based Management System for Cloud Computing Administration Hoi-Wan Chan 1, Min Xu 2, Chung-Pan Tang 1, Patrick P. C. Lee 1 & Tsz-Yeung Wong 1, 1 Department of Computer Science
More informationSales Dynamite / Mobile Prospector Jack
Sales Dynamite / Mobile Prospector Jack Training and Frequently Asked Questions - May 19, 2015 12 Easy Steps to Your Success Youtube link: https://www.youtube.com/watch?v=8apv1owbcvm Step 1. Open Lead
More informationBazaarvoice SEO implementation guide
Bazaarvoice SEO implementation guide TOC Contents Bazaarvoice SEO...3 The content you see is not what search engines see...3 SEO best practices for your review pages...3 Implement Bazaarvoice SEO...4 Verify
More information8 STEPS TO AN EFFECTIVE CONTENT MARKETING SYSTEM
8 STEPS TO AN EFFECTIVE CONTENT MARKETING SYSTEM Produced by Katie Wilson Aspire Internet Design www.aspireid.com @aspireid Overview... 2 1: Set Goals and Create a Set of Metrics for Your Content Marketing
More informationTHE OPEN UNIVERSITY OF TANZANIA
THE OPEN UNIVERSITY OF TANZANIA Institute of Educational and Management Technologies COURSE OUTLINES FOR DIPLOMA IN COMPUTER SCIENCE 2 nd YEAR (NTA LEVEL 6) SEMESTER I 06101: Advanced Website Design Gather
More informationd3.js Data-Driven Documents Scott Murray, Jerome Cukier & Jeffrey Heer VisWeek 2012 Tutorial
d3.js Data-Driven Documents Scott Murray, Jerome Cukier & Jeffrey Heer VisWeek 2012 Tutorial How much data (bytes) did we produce in 2010? 2010: 1,200 exabytes Gantz et al, 2008, 2010 2010: 1,200 exabytes
More informationMobile Responsive Web Design
Mobile Responsive Web Design By InternetMarketingDirect Mike Mckay mikem@imarkdirect.com http://imarkdirect.com 1 Recommended Resources Social Media Marketing Done For You! SocialGratification.com You
More informationThe ORIENTGATE data platform
Seminar on Proposed and Revised set of indicators June 4-5, 2014 - Belgrade (Serbia) The ORIENTGATE data platform WP2, Action 2.4 Alessandra Nuzzo, Sandro Fiore, Giovanni Aloisio Scientific Computing and
More informationSecure File Delivery White Paper. Matthew Covington & Garth Robbins 07/15/2010. 2010, Smith Micro Software, Inc.
Secure File Delivery White Paper Matthew Covington & Garth Robbins 07/15/2010 2010, Smith Micro Software, Inc. The Challenge Simply put, email was not designed for file delivery, and its limitations make
More informationThe Hitchhiker s Guide to Github: SAS Programming Goes Social Jiangtang Hu d-wise Technologies, Inc., Morrisville, NC
Paper PA-04 The Hitchhiker s Guide to Github: SAS Programming Goes Social Jiangtang Hu d-wise Technologies, Inc., Morrisville, NC ABSTRACT Don't Panic! Github is a fantastic way to host, share, and collaborate
More information4/25/2016 C. M. Boyd, ceilyn_boyd@harvard.edu Practical Data Visualization with JavaScript Talk Handout
Practical Data Visualization with JavaScript Talk Handout Use the Workflow Methodology to Compare Options Name Type Data sources End to end Workflow Support Data transformers Data visualizers General Data
More informationFeature Integration Across Microsoft Office Server Products SharePoint Server, Exchange Server, Lync Server, and Office Web Apps
Feature Integration Across Microsoft Office Products SharePoint,,, and Office Web Apps Illustrations for cross-server features This multi-tab Visio file (or multi-page PDF file) includes descriptions and
More informationThe Open Source Knowledge Discovery and Document Analysis Platform
Enabling Agile Intelligence through Open Analytics The Open Source Knowledge Discovery and Document Analysis Platform 17/10/2012 1 Agenda Introduction and Agenda Problem Definition Knowledge Discovery
More informationVisualizing ECL Results Technical Preview
Visualizing ECL Results Technical Preview Provided by HPCCSystems Visualizing ECL Results Boca Raton Documentation Team November 2011 Version 3.4.0b (Technical Preview) Copyright 2011 HPCC Systems. All
More informationThe FOSSology Project Overview and Discussion. » The Open Compliance Program. ... By Bob Gobeille, Hewlett-Packard
» The Open Compliance Program The FOSSology Project Overview and Discussion By Bob Gobeille, Hewlett-Packard A White Paper By The Linux Foundation FOSSology (http://fossologyorg) is an open source compliance
More informationCloud Powered Mobile Apps with Azure
Cloud Powered Mobile Apps with Azure Malte Lantin Technical Evanglist Microsoft Azure Agenda Mobile Services Features and Demos Advanced Features Scaling and Pricing 2 What is Mobile Services? Storage
More informationAndroid: Setup Hello, World: Android Edition. due by noon ET on Wed 2/22. Ingredients.
Android: Setup Hello, World: Android Edition due by noon ET on Wed 2/22 Ingredients. Android Development Tools Plugin for Eclipse Android Software Development Kit Eclipse Java Help. Help is available throughout
More informationNews media analysis at Lab SAPO UPorto. Jorge Teixeira
News media analysis at Lab SAPO UPorto Jorge Teixeira Past deliverables and visualization prototypes Twitómetro Twitteuro Mundo Visto Daqui interativo (MVDi) On-going work Mundo Numa Rede Sapo Notícias
More informationMIGRATING SHAREPOINT TO THE CLOUD
MIGRATING SHAREPOINT TO THE CLOUD Our Lessons Learned February 2015 www.reisystems.com TABLE OF CONTENTS Introduction... 2 What is Office 365 and what are the models of installation available?... 2 When
More informationInformation Server Documentation SIMATIC. Information Server V8.0 Update 1 Information Server Documentation. Introduction 1. Web application basics 2
Introduction 1 Web application basics 2 SIMATIC Information Server V8.0 Update 1 System Manual Office add-ins basics 3 Time specifications 4 Report templates 5 Working with the Web application 6 Working
More informationUser Guide. User Guide Title Page Page i
User Guide User Guide Title Page Page i Table of Contents Welcome 1 Welcome to Avvo Websites 1 Getting Started 2 Accessing your Avvo Website Dashboard 2 Dashboard Features 3 Screen Options 4 Submitting
More informationFinding the Needle in a Big Data Haystack. Wolfgang Hoschek (@whoschek) JAX 2014
Finding the Needle in a Big Data Haystack Wolfgang Hoschek (@whoschek) JAX 2014 1 About Wolfgang Software Engineer @ Cloudera Search Platform Team Previously CERN, Lawrence Berkeley National Laboratory,
More informationGet Started with LeadSquared Guide for Marketing Users. Complete lead to revenue platform
Get Started with LeadSquared Guide for Marketing Users Complete lead to revenue platform Bookmark LeadSquared Login Page Login to LeadSquared at https://run.leadsquared.com (Bookmark the URL) LeadSquared
More informationArchives Alive! Lesson Plans
Lesson plans Lesson1: Lesson2: Lesson3: Lesson4: Lesson5: Lesson6: Lesson7: Lesson8: Explore DIY History Research workshop Draft historical analysis Draft rhetorical analysis Video workshop Presentation
More informationTDAQ Analytics Dashboard
14 October 2010 ATL-DAQ-SLIDE-2010-397 TDAQ Analytics Dashboard A real time analytics web application Outline Messages in the ATLAS TDAQ infrastructure Importance of analysis A dashboard approach Architecture
More informationNaviCell Data Visualization Python API
NaviCell Data Visualization Python API Tutorial - Version 1.0 The NaviCell Data Visualization Python API is a Python module that let computational biologists write programs to interact with the molecular
More information38 Essential Website Redesign Terms You Need to Know
38 Essential Website Redesign Terms You Need to Know Every industry has its buzzwords, and web design is no different. If your head is spinning from seemingly endless jargon, or if you re getting ready
More informationOpenText Information Hub (ihub) 3.1 and 3.1.1
OpenText Information Hub (ihub) 3.1 and 3.1.1 OpenText Information Hub (ihub) 3.1.1 meets the growing demand for analytics-powered applications that deliver data and empower employees and customers to
More informationCustom Online Marketing Program Proposal for: Hearthstone Homes
Custom Online Marketing Program Proposal for: Hearthstone Homes December 12, 2008 1 Introduction Tandem Interactive welcomes the opportunity to perform Custom Online Marketing services for Hearthstone
More informationManage Licenses and Updates
Manage Licenses and Updates Palo Alto Networks Panorama Administrator s Guide Version 6.1 Contact Information Corporate Headquarters: Palo Alto Networks 4401 Great America Parkway Santa Clara, CA 95054
More informationCAPRA Software Gabriel Bernal ITEC SAS - ERN-AL Consortium
CAPRA Software Gabriel Bernal ITEC SAS - ERN-AL Consortium ERN CAPRA software CAPRA platform Data management FileCAT Hazard module Exposure module Vulnerability module Risk module CRISIS 2007 ERN-NH rainfall
More informationA REST API for Arduino & the CC3000 WiFi Chip
A REST API for Arduino & the CC3000 WiFi Chip Created by Marc-Olivier Schwartz Last updated on 2014-04-22 03:01:12 PM EDT Guide Contents Guide Contents Overview Hardware configuration Installing the library
More informationIT 415 Information Visualization Spring Semester
The Department of Applied Information Technology The Volgenau School of Information Technology & Engineering George Mason University 4400 University Drive Fairfax. VA 22030-4444 IT 415 Information Visualization
More informationCreating a universe on Hive with Hortonworks HDP 2.0
Creating a universe on Hive with Hortonworks HDP 2.0 Learn how to create an SAP BusinessObjects Universe on top of Apache Hive 2 using the Hortonworks HDP 2.0 distribution Author(s): Company: Ajay Singh
More informationArcGIS Viewer for Silverlight An Introduction
Esri International User Conference San Diego, California Technical Workshops July 26, 2012 ArcGIS Viewer for Silverlight An Introduction Rich Zwaap Agenda Background Product overview Getting started and
More informationwww.basho.com Technical Overview Simple, Scalable, Object Storage Software
www.basho.com Technical Overview Simple, Scalable, Object Storage Software Table of Contents Table of Contents... 1 Introduction & Overview... 1 Architecture... 2 How it Works... 2 APIs and Interfaces...
More informationLegal Informatics Final Paper Submission Creating a Legal-Focused Search Engine I. BACKGROUND II. PROBLEM AND SOLUTION
Brian Lao - bjlao Karthik Jagadeesh - kjag Legal Informatics Final Paper Submission Creating a Legal-Focused Search Engine I. BACKGROUND There is a large need for improved access to legal help. For example,
More informationGeoCloud Project Report USGS/EROS Spatial Data Warehouse Project
GeoCloud Project Report USGS/EROS Spatial Data Warehouse Project Description of Application The Spatial Data Warehouse project at the USGS/EROS distributes services and data in support of The National
More informationFORM SIMPLICITY QUICK REFERENCE GUIDE PROFESSIONAL/ULTIMATE EDITION
FORM SIMPLICITY QUICK REFERENCE GUIDE PROFESSIONAL/ULTIMATE EDITION Library Getting a Form 1. Click on Start a Form. (Alternatively, you can click on Library in the menu bar at the top) 2. This will open
More informationA DISTRIBUTED CATALOG AND DATA SERVICES SYSTEM FOR REMOTE SENSING DATA
A DISTRIBUTED CATALOG AND DATA SERVICES SYSTEM FOR REMOTE SENSING DATA Ramachandran Suresh *, Liping Di *, Kenneth McDonald ** * NASA/RITSS 4500 Forbes Blvd, Lanham, MD 20706, USA suresh@rattler.gsfc.nasa.gov
More information6 Strategies Lawyers Can Use to Streamline Digital Marketing Work
6 Strategies Lawyers Can Use to Streamline Digital Marketing Work By James Druman Online marketing opens up some fantastic opportunities for attorneys to increase exposure, generate new leads, and grow
More informationWhat is a Mobile Responsive Website?
Moreandmoreofyourtargetaudienceis viewingwebsitesusingsmartphonesand tablets. What is a Mobile Responsive Website? Web Design is the process of creating a website to represent your business, brand, products
More informationHarvard Data Visualization Project
Esri User Conference, July 12-15, San Diego California Harvard Data Visualization Project Spatio-Temporal Visualization of Global Phenomena: 1850 to the Present Harvard Business School Geoffrey Jones Walter
More informationThe New RERO Statistics Services
The New RERO Statistics Services Invenio User Group Workshop 2015 Johnny Mariéthoz 2015/10/05 Introduction I institutions need statistics for reports and analysis as instance manager we need statistics
More informationAdvanced Visualizations Tools for CERN Institutional Data
Advanced Visualizations Tools for CERN Institutional Data September 2013 Author: Alberto Rodríguez Peón Supervisor(s): Jiří Kunčar CERN openlab Summer Student Report 2013 Project Specification The aim
More informationSmallBiz Dynamic Theme User Guide
SmallBiz Dynamic Theme User Guide Table of Contents Introduction... 3 Create Your Website in Just 5 Minutes... 3 Before Your Installation Begins... 4 Installing the Small Biz Theme... 4 Customizing the
More informationDesign and Functional Specification
2010 Design and Functional Specification Corpus eready Solutions pvt. Ltd. 3/17/2010 1. Introduction 1.1 Purpose This document records functional specifications for Science Technology English Math (STEM)
More informationFogbeam Vision Series - The Modern Intranet
Fogbeam Labs Cut Through The Information Fog http://www.fogbeam.com Fogbeam Vision Series - The Modern Intranet Where It All Started Intranets began to appear as a venue for collaboration and knowledge
More informationConnect. Engage. Learn. USER MANUAL
Connect. Engage. Learn. USER MANUAL Table of Contents Introduction... 3 NetTutor Dashboard and Header Bar... 3 Contacting Customer Service... 4 Managing Multiple Groups... 5 Accessibility-Enhanced Mode...
More informationADVANCE DIGITAL MARKETING VIDEO TRAINING COURSE. Page 1 of 34 www.experttraining.in Youtube.com/ViralJadhav viral@experttraining.
ADVANCE DIGITAL MARKETING VIDEO TRAINING COURSE Page 1 of 34 www.experttraining.in Youtube.com/ViralJadhav viral@experttraining.in +91 9558821174 Who Can Join? Business Owners who want to attract more
More informationBuilding native mobile apps for Digital Factory
DIGITAL FACTORY 7.0 Building native mobile apps for Digital Factory Rooted in Open Source CMS, Jahia s Digital Industrialization paradigm is about streamlining Enterprise digital projects across channels
More informationGuide to Automating Workflows Quickly and Easily
Guide to Automating Workflows Quickly and Easily Part 3 Back to Contents 1 2012 Nintex USA LLC, All rights reserved. Errors and omissions excepted. Table of Contents Introduction... 3 Handling the Full
More informationBuilding Dynamics CRM 2015 Dashboards with Power BI
Fr Building Dynamics CRM 2015 Dashboards with Power BI is a hands-on guide to building and configuring powerful Dynamics CRM dashboards. This book will provide you with the skills you need to learn how
More informationA. Aiken & K. Olukotun PA3
Programming Assignment #3 Hadoop N-Gram Due Tue, Feb 18, 11:59PM In this programming assignment you will use Hadoop s implementation of MapReduce to search Wikipedia. This is not a course in search, so
More informationFrog VLE Update. Latest Features and Enhancements. September 2014
1 Frog VLE Update Latest Features and Enhancements September 2014 2 Frog VLE Update: September 2014 Contents New Features Overview... 1 Enhancements Overview... 2 New Features... 3 Site Backgrounds...
More informationBrought to you by. Technology changes fast. From new apps to digital marketing, it can feel impossible to keep up.
Brought to you by Technology changes fast. From new apps to digital marketing, it can feel impossible to keep up. At The Paperless Agent, our mission is to help real estate professionals from all experience
More informationThe CHARMe Project: Commentry Metadata for EO Dataset Characterization of metadata to enable high-quality climate applications and services
The CHARMe Project: Commentry Metadata for EO Dataset Characterization of metadata to enable high-quality climate applications and services Maurizio Nagni (on behalf of the CHARMe consortium) Science and
More informationBuilding a Database-Driven Web Application With FileMaker
Building a Database-Driven Web Application With FileMaker Edward L. Ford November 26, 2006 Summary: This document discusses techniques for incorporation into the design of a FileMaker database that will
More informationOpen Source Content Management System for content development: a comparative study
Open Source Content Management System for content development: a comparative study D. P. Tripathi Assistant Librarian Biju Patnaik Central Library NIT Rourkela dptnitrkl@gmail.com Designing dynamic and
More informationSynergy Controller Cloud Storage Features and Benefits
Synergy Controller Cloud Storage Features and Benefits The exploding popularity of cloud based data storage and application services is a direct result of the benefits they provide in virtually all business
More informationIBM BPM V8.5 Standard Consistent Document Managment
IBM Software An IBM Proof of Technology IBM BPM V8.5 Standard Consistent Document Managment Lab Exercises Version 1.0 Author: Sebastian Carbajales An IBM Proof of Technology Catalog Number Copyright IBM
More informationWhat is a Mobile Responsive Website?
More and more of your target audience is viewing websites using smart phones and tablets. What is a Mobile Responsive Website? Web Design is the process of creating a website to represent your business,
More informationCOS 480/580: Database Management Systems
COS 480/580: Database Management Systems Sudarshan S. Chawathe University of Maine Fall 2005 News and Reminders: Please refer to the updated schedule, especially the dates for the final exam, project submission,
More informationConfiguring and Extending ArcGIS Solutions Web Applications
Esri Developer Summit March 8 11, 2016 Palm Springs, CA Configuring and Extending ArcGIS Solutions Web Applications Allison Muise & Mike Tschudi ArcGIS Solutions? ArcGIS as a Platform Simple, Open, and
More informationQUICK FEATURE GUIDE OF SNAPPII'S ULTRAFAST CODELESS PLATFORM
QUICK FEATURE GUIDE OF SNAPPII'S ULTRAFAST CODELESS PLATFORM (* Click on the screenshots to enlarge) TABLE OF CONTENTS 1. Visually Develop Mobile Applications 2. Build Apps for Any Android or ios Device
More informationHousing Works. Content Management System Overview. Presented to: 12.16.13
[! Content Management System Overview ]! Presented to: Housing Works 12.16.13 SAMPLES OF OUR DESIGN AND DEVELOPMENT WORK Juvenile Diabetes Research Foundation of Canada www.jdrf.ca Kroger Bringing Hope
More informationXML Processing and Web Services. Chapter 17
XML Processing and Web Services Chapter 17 Textbook to be published by Pearson Ed 2015 in early Pearson 2014 Fundamentals of http://www.funwebdev.com Web Development Objectives 1 XML Overview 2 XML Processing
More informationREACCH PNA Data Management Plan
REACCH PNA Data Management Plan Regional Approaches to Climate Change (REACCH) For Pacific Northwest Agriculture 875 Perimeter Drive MS 2339 Moscow, ID 83844-2339 http://www.reacchpna.org reacch@uidaho.edu
More informationThings you should be doing with Salesforce
Things you should be doing with Salesforce Postcode Anywhere has teamed up with Salesforce experts, Westbrook, to put together top tips on how you can use Salesforce to its full potential. Introduction
More informationBut isn t SEO complicated? AND expensive? What about the changing Google algorithms? How can I make my site SEOfriendly?
SEO 101 How can I improve my organic search engine ranking? DIY SEO for the small business owner Your website is built! The design is simple and clean. Navigation is intuitive, and your site clearly depicts
More informationZINEUK LOCAL SEO AND SOCIAL MEDIA. Social Media and SEO Marketing to improve your Digital Presence.
ZINEUK LOCAL SEO AND SOCIAL MEDIA. Social Media and SEO Marketing to improve your Digital Presence. websites search marketing social media apps blogging video production E : darren.lock@zineuk.co.uk T
More informationSocial Media Monitoring: Engage121
Social Media Monitoring: Engage121 User s Guide Engage121 is a comprehensive social media management application. The best way to build and manage your community of interest is by engaging with each person
More informationA Manual on use of ABCD central and VHL-Site modules for Developing Library Information Discovery and Information Literacy Tools
A Manual on use of ABCD central and VHL-Site modules for Developing Library Information Discovery and Information Literacy Tools By Arnold M. Mwanzu From Kenya: United States International University-Africa
More information